{"id":"W4376865342","doi":"10.1016/j.ijedudev.2023.102813","title":"Service-learning under COVID-19: A scoping review of the challenges and opportunities for practicing service-learning in the ‘New Normal’","year":2023,"lang":"en","type":"review","venue":"International Journal of Educational Development","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Service-learning; Coronavirus disease 2019 (COVID-19); Scholarship; Service (business); Public relations; Thematic analysis; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; Business; Psychology; Sociology; Medicine; Qualitative research; Pedagogy; Marketing; Disease; Social science; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007945512,0.0002311329,0.0006269633,0.000362533,0.0006228659,0.0001283938,0.001485051,0.0001125935,0.0001343721],"category_scores_gemma":[0.003869222,0.0001615223,0.0001921475,0.0003954437,0.00005653304,0.0002375256,0.0002740535,0.0009530999,0.000006090246],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005956967,"about_ca_system_score_gemma":0.01512673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004230984,"about_ca_topic_score_gemma":0.003167064,"domain_scores_codex":[0.9951519,0.001976575,0.001229958,0.0001786621,0.001231765,0.000231101],"domain_scores_gemma":[0.9899356,0.006602695,0.002110571,0.0001472001,0.001055203,0.000148708],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003139066,0.0002545943,0.00007126732,0.1280018,0.001200362,0.000008921927,0.1374155,0.0006871792,1.386218e-7,0.03023003,0.002815969,0.6992828],"study_design_scores_gemma":[0.000151116,0.0000164541,0.0000968436,0.207061,0.0001340802,0.00004325595,0.04454326,0.000002855822,9.376514e-8,0.0004422872,0.7473668,0.0001419332],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003674868,0.8420768,0.00003305008,0.1550088,0.0006535641,0.0007059367,0.000002044297,0.000009603589,0.001473376],"genre_scores_gemma":[0.00008158539,0.9925671,0.0004939507,0.005311348,0.0004716422,0.000114645,0.00003651802,0.00002652574,0.0008967466],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7445508,"threshold_uncertainty_score":0.9904566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3768132959521339,"score_gpt":0.4795045803668143,"score_spread":0.1026912844146804,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}